KL-divergence is a measure of the difference between two probability distributions in statistics and information theory [1]}, [2]}, [3]}, [4]}.
This is also called the relative entropy, and is known not to satisfy the axiom of distance.
Since the KL-divergence is asymmetric, several symmetrizations have been proposed in the literature [5]}, [6]}, [7]}.
